ML Engineer

Vensoft - Plano, TX

Full-time - Mid Level

Plano, TX

Professional, Scientific, and Technical Services

About the position

We are seeking an experienced Machine Learning Engineer specializing in Natural Language Processing (NLP), Generative AI, Large Language Models (LLMs) implementation, and Prompt Engineering. The ideal candidate will be responsible for designing, developing, and deploying cutting-edge AI solutions that enhance user experiences, streamline processes, and solve complex business problems.

Responsibilities

• Design and develop AI solutions focusing on NLP, Generative AI, and LLMs.
• Implement and optimize prompt engineering techniques for various NLP tasks.
• Deploy machine learning models and monitor their performance in production environments.
• Collaborate with cross-functional teams to integrate AI solutions into existing systems.

Requirements

• Strong experience with LLMs and frameworks like Hugging Face Transformers, OpenAI API, LangChain, or similar tools.
• Proficiency in Python and ML libraries such as TensorFlow, PyTorch, or Scikit-learn.
• Expertise in NLP techniques, including tokenization, embeddings, and transformer models.
• Familiarity with vector databases (e.g., Pinecone, Weaviate, Milvus) for semantic search.
• Hands-on experience with crafting and optimizing prompts for diverse NLP tasks.
• Understanding of prompt tuning, few-shot learning, and in-context learning principles.
• Proficiency with version control systems like Git and containerization tools like Docker.
• Experience with MLOps pipelines and model monitoring in production.